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ORCIDIJCNN 2014: Beijing, China
- 2014 International Joint Conference on Neural Networks, IJCNN 2014, Beijing, China, July 6-11, 2014. IEEE 2014, ISBN 978-1-4799-6627-1
- Ling Chen, Chuandong Li
, Tingwen Huang, Xing He, Hai Li, Yiran Chen:
STDP learning rule based on memristor with STDP property. 1-6 - Xiaofang Hu, Gang Feng, Hai Li, Yiran Chen, Shukai Duan:
An adjustable memristor model and its application in small-world neural networks. 7-14 - Chris Yakopcic, Raqibul Hasan, Tarek M. Taha, Mark R. McLean, Doug Palmer:
Efficacy of memristive crossbars for neuromorphic processors. 15-20 - Raqibul Hasan, Tarek M. Taha:
Enabling back propagation training of memristor crossbar neuromorphic processors. 21-28 - Zhaohao Wang, Weisheng Zhao, Wang Kang, Youguang Zhang, Jacques-Olivier Klein, Claude Chappert:
Ferroelectric tunnel memristor-based neuromorphic network with 1T1R crossbar architecture. 29-34 - Kit Yan Chan, Tharam S. Dillon:
Traffic flow prediction using orthogonal arrays and Takagi-Sugeno neural fuzzy models. 35-41 - Sahar Araghi, Abbas Khosravi, Douglas C. Creighton:
Optimal design of traffic signal controller using neural networks and fuzzy logic systems. 42-47 - José García-Nieto, Javier Ferrer, Enrique Alba:
Optimising traffic lights with metaheuristics: Reduction of car emissions and consumption. 48-54 - Leo de Penning, Artur S. d'Avila Garcez, Luís C. Lamb, Arjan Stuiver, John-Jules Ch. Meyer:
Applying Neural-Symbolic Cognitive Agents in Intelligent Transport Systems to reduce CO2 emissions. 55-62 - Simon Witheridge, Benjamin N. Passow, Jethro Shell:
LOGAN's Run: Lane optimisation using genetic algorithms based on NSGA-II. 63-68 - Giacomo Boracchi, Michalis Michaelides, Manuel Roveri:
A cognitive monitoring system for contaminant detection in intelligent buildings. 69-76 - Fengzhen Tang, Peter Tiño, Huanhuan Chen:
Learning the deterministically constructed Echo State Networks. 77-83 - Miquel Àngel Cugueró, Joseba Quevedo, Vicenç Puig, Diego García:
Inconsistent sensor data detection/correction: Application to environmental systems. 84-90 - Roozbeh Razavi-Far, Vasile Palade, Enrico Zio:
Optimal detection of new classes of faults by an Invasive Weed Optimization method. 91-98 - Vasso Reppa, Panayiotis M. Papadopoulos, Marios M. Polycarpou, Christos G. Panayiotou:
A distributed virtual sensor scheme for smart buildings based on adaptive approximation. 99-106 - Paul J. Werbos:
From ADP to the brain: Foundations, roadmap, challenges and research priorities. 107-111 - Dan Wang, Yi Shang:
A new active labeling method for deep learning. 112-119 - Nannan Ji, Jiang-She Zhang:
Parallel tempering with equi-energy moves for training of restricted boltzmann machines. 120-127 - Xuemin Zhu, Wei-Long Zheng, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen, Chunhui Wang:
EOG-based drowsiness detection using convolutional neural networks. 128-134 - Saurav Biswas, Muhammad Zeshan Afzal, Thomas M. Breuel:
Using recurrent networks for non-temporal classification tasks. 135-140 - Byungik Ahn:
Computation of deep belief networks using special-purpose hardware architecture. 141-148 - Yilin Dong, Jianhua Zhang, Jonathan M. Garibaldi:
Neural networks and AdaBoost algorithm based ensemble models for enhanced forecasting of nonlinear time series. 149-156 - Yilin Dong, Jianhua Zhang:
An improved boosting scheme based ensemble of Fuzzy Neural Networks for nonlinear time series prediction. 157-164 - Grzegorz Surowka, Maciej Ogorzalek:
On optimal wavelet bases for classification of skin lesion images through ensemble learning. 165-170 - Yong Liu, Qiangfu Zhao, Yan Pei:
From low negative correlation learning to high negative correlation learning. 171-174 - Ayon Sen, Md. Monirul Islam, Kazuyuki Murase:
An algorithmic framework based on the binarization approach for supervised and semi-supervised multiclass problems. 175-182 - Andrew D. Hellicar, Daniel V. Smith, Ashfaqur Rahman, Ulrich Engelke, John M. Henshall:
A hierarchical learning approach to calibrate allele frequencies for SNP based genotyping of DNA pools. 183-189 - Shelvin Chand, Rohitash Chandra:
Multi-objective cooperative coevolution of neural networks for time series prediction. 190-197 - Xinying Wang, Min Han:
Multivariate time series prediction based on multiple kernel extreme learning machine. 198-201 - Shelvin Chand, Rohitash Chandra:
Cooperative coevolution of feed forward neural networks for financial time series problem. 202-209 - Md. Mustafizur Rahman, Shubhra Kanti Karmaker Santu, Md. Monirul Islam, Kazuyuki Murase:
Forecasting time series - A layered ensemble architecture. 210-217 - Ivan Jordanov, Nedyalko Petrov:
Sets with incomplete and missing data - NN radar signal classification. 218-224 - Yonglin Pu, Michael J. Baad, Yulei Jiang, Yisheng Chen:
Application of artificial neural network and multiple linear regression models for predicting survival time of patients with non-small cell cancer using multiple prognostic factors including FDG-PET measurements. 225-230 - Xiong Yang, Derong Liu, Qinglai Wei:
Near-optimal online control of uncertain nonlinear continuous-time systems based on concurrent learning. 231-238 - Hao Xu, Sarangapani Jagannathan:
Finite horizon stochastic optimal control of nonlinear two-player zero-sum games under communication constraint. 239-244 - Ruizhuo Song, Qinglai Wei, Zenglian Zhang, Biao Song:
Neural-network-based optimal control for a class of complex-valued nonlinear systems with input saturation. 245-248 - Wentao Guo, Jennie Si, Feng Liu, Shengwei Mei:
Policy iteration approximate dynamic programming using Volterra series based actor. 249-255 - Wentao Guo, Feng Liu, Jennie Si, Shengwei Mei:
Online adaptation of controller parameters based on approximate dynamic programming. 256-262 - Dmitry Kit, Yu Kong, Yun Fu:
LASOM: Location Aware Self-Organizing Map for discovering similar and unique visual features of geographical locations. 263-270 - Chuntao Ding, Li Zhang, Bangjun Wang:
Hidden space discriminant neighborhood embedding. 271-277 - Xing Bao, Li Zhang, Bangjun Wang, Ji-Wen Yang:
A supervised neighborhood preserving embedding for face recognition. 278-284 - Thanh Minh Nguyen, Q. M. Jonathan Wu:
Asymmetric mixture model with variational Bayesian learning. 285-290 - Sartaj Singh Sodhi, Pravin Chandra, Sharad Tanwar:
A new weight initialization method for sigmoidal feedforward artificial neural networks. 291-298 - Qiaolin Ye, Ning Ye, Haofeng Zhang, Chunxia Zhao:
Fast orthogonal linear discriminant analysis with applications to image classification. 299-306 - Guizhen Feng, Jinde Cao:
Stability analysis of nonlinear time-delay system with delayed impulsive effects. 307-312 - Jun Li, Heyou Chang, Jian Yang:
Learning discriminative low-rank representation for image classification. 313-318 - Jinhua Xu, Li Ding, Shiliang Sun:
Supervised Bayesian sparse coding for classification. 319-326 - Yasmine Guerbai, Youcef Chibani, Bilal Hadjadji:
Writer-independent Handwritten Signature Verification based on One-Class SVM classifier. 327-331 - Wei Zhou, Junhao Wen, Yun Sing Koh, Shafiq Alam, Gillian Dobbie:
Attack detection in recommender systems based on target item analysis. 332-339 - Qiling Ni, Xiaodong Gu:
Video attention saliency mapping using pulse coupled neural network and optical flow. 340-344 - Bilal Hadjadji, Youcef Chibani:
Optimized selection of training samples for One-Class Neural Network classifier. 345-349 - Qiuying Yang, Ying Wen:
Zernike moments descriptor matching based symmetric optical flow for motion estimation and image registration. 350-357 - Yichuan Gui, James Ting-Ho Lo, Yun Peng:
A pairwise algorithm for training multilayer perceptrons with the normalized risk-averting error criterion. 358-365 - Ren Zhang, Furao Shen, Jinxi Zhao:
A model with Fuzzy Granulation and Deep Belief Networks for exchange rate forecasting. 366-373 - Liu Zhi Long, Yang Feng, Zhou Ke Jun, Xu Mei:
Control of methylamine removal reactor using neural network based model predictive control. 374-381 - Jingru Li, Junzo Watada, Shamshul Bahar Yaakob:
A genetic algorithm based double layer neural network for solving quadratic bilevel programming problem. 382-389 - Eurico L. P. Ruivo, Pedro Paulo Balbi de Oliveira:
Detection of filter-like cellular automata spectra. 390-397 - Zhaozhao Zhang, Jun-Fei Qiao:
A brain-like multi-hierarchical modular neural network with applications to gas concentration forecasting. 398-403 - Shigang Wang, Shuyuan Yang, Zhixi Feng, Licheng Jiao:
Fast ship detection of synthetic aperture radar images via multi-view features and clustering. 404-410 - Jiaojiao Zhao, Maoguo Gong, Jia Liu, Licheng Jiao:
Deep learning to classify difference image for image change detection. 411-417 - Cheng Lian, Zhigang Zeng, Wei Yao, Huiming Tang:
Performance of combined artificial neural networks for forecasting landslide displacement. 418-423 - Sowmya Ch, Anjumara Shaik, Chakravarthi Jada, Anil Kumar Vadathya:
Butterfly Communication Strategies: A prospect for soft-computing techniques. 424-431 - Shihai Wang, Zelin Li:
A new transfer learning Boosting approach based on distribution measure with an application on facial expression recognition. 432-439 - Lu Liu, Dan Wang, Zhouhua Peng:
Adaptive output feedback control for cooperative dynamic positioning of multiple offshore vessels. 440-445 - Hu Lu, Hui Wei, Zhe Liu, Yuqing Song:
Hierarchical organization in neuronal functional networks during working memory tasks. 446-451 - Ping Ling, Xiangsheng Rong, Guosheng Hao, Yongquan Dong:
Shrank Support Vector Clustering. 452-459 - Jianchao Fan, Dongzhi Zhao, Jun Wang:
Oil spill GF-1 remote sensing image segmentation using an evolutionary feedforward neural network. 460-464 - Wenhao Huang, Haikun Hong, Guojie Song, Kunqing Xie:
Deep process neural network for temporal deep learning. 465-472 - Wenhao Huang, Ni Zhang, Weisong Hu, Haikun Hong, Guojie Song, Kunqing Xie:
Dynamic boosting in deep learning using reconstruction error. 473-480 - Xiaolan Lv, Ruohe Yao:
Efficient diminished-1 modulo 2n+1 multiplier architectures. 481-486 - Johannes Mohr, Sambu Seo, Klaus Obermayer:
A classifier-based association test for imbalanced data derived from prediction theory. 487-493 - Eduardo G. Gusmão, Marcilio C. P. de Souto:
Issues on sampling negative examples for predicting prokaryotic promoters. 494-501 - Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took:
Singular spectrum analysis for tracking of P300. 502-506 - Xiaoming Liu, Zhigang Zeng, Xiaoping Wang:
Vessel segmentation in retinal images with a multiple kernel learning based method. 507-511 - Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer:
Content-based image retrieval by dictionary of local feature descriptors. 512-517 - Rozaida Ghazali, Noor Aida Husaini, Lokman Hakim Bin Ismail, Tutut Herawan, Yana Mazwin Mohmad Hassim:
The performance of a Recurrent HONN for temperature time series prediction. 518-524 - Jia-Yi Zhu, Wei-Long Zheng, Yong Peng, Ruo-Nan Duan, Bao-Liang Lu:
EEG-based emotion recognition using discriminative graph regularized extreme learning machine. 525-532 - William Cruz-Santos, Alberto Beltrán-Herrera, Eduardo Vázquez-Santacruz, Mariano Gamboa-Zúñiga:
Posture classification of lying down human bodies based on pressure sensors array. 533-537 - Zhanshan Wang, Zhengwei Shen, Chao Cai, Kaili Jia:
Adaptive control of wind turbine generator system based on RBF-PID neural network. 538-543 - Songyun Xie, You Wu, Yunpeng Zhang, Juanli Zhang, Chang Liu:
Single channel single trial P300 detection using extreme learning machine: Compared with BPNN and SVM. 544-549 - Sihang Zhou, Xinwang Liu, Chengzhang Zhu, Qiang Liu, Jianping Yin:
Spectral clustering-based local and global structure preservation for feature selection. 550-557 - Jianyong Sun, Aimin Zhou:
Unsupervised robust Bayesian feature selection. 558-564 - Rohitash Chandra:
Competitive two-island cooperative coevolution for training Elman recurrent networks for time series prediction. 565-572 - Souhir Bouaziz, Adel M. Alimi, Ajith Abraham:
Universal approximation propriety of Flexible Beta Basis Function Neural Tree. 573-580 - Nan Hu, Dan Huang, Shaoyuan Li, Feng Gao:
Trotting gait planning for a quadruped robot with high payload walking on irregular terrain. 581-587 - Andrea Dal Pozzolo, Reid A. Johnson, Olivier Caelen, Serge Waterschoot, Nitesh V. Chawla, Gianluca Bontempi:
Using HDDT to avoid instances propagation in unbalanced and evolving data streams. 588-594 - Gregory Ditzler, Gail L. Rosen, Robi Polikar:
Domain adaptation bounds for multiple expert systems under concept drift. 595-601 - Robert Capo, Anthony Sanchez, Robi Polikar:
Core support extraction for learning from initially labeled nonstationary environments using COMPOSE. 602-608 - Jehandad Khan, Nidhal Bouaynaya, Robi Polikar:
Optimal Bayesian classification in nonstationary streaming environments. 609-616 - Bartosz Krawczyk, Michal Wozniak:
New untrained aggregation methods for classifier combination. 617-622 - Lei Song, Shaoning Pang, Ian Longley, Gustavo Olivares, Abdolhossein Sarrafzadeh:
Spatio-temporal PM2.5 prediction by spatial data aided incremental support vector regression. 623-630 - Seyyed Adel Alavi Fazel, Michael Blumenstein, Hamid Mirfenderesk, Rodger Tomlinson:
Estuarine flood modelling using artificial neural networks. 631-637 - Enmei Tu, Nikola K. Kasabov, Muhaini Othman, Yuxiao Li, Susan P. Worner, Jie Yang, Zhenghong Jia:
NeuCube(ST) for spatio-temporal data predictive modelling with a case study on ecological data. 638-645 - Michael J. Watts:
Evolving Connectionist Systems can predict outbreaks of the aphid Rhopalosiphum padi. 646-650 - Pavel Krömer, Petr Musílek, Emil Pelikán, Pavel Krc, Pavel Jurus, Krystof Eben:
Support Vector Regression of multiple predictive models of downward short-wave radiation. 651-657 - André Bianconi, Michael J. Watts, Yanbo Huang, Adriane Beatriz de Souza Serapião, José Silvio Govone, X. Mi, Gustavo Habermann, Alessandro Ferrarini:
Applying computational intelligence methods to modeling and predicting common bean germination rates. 658-662 - Demetrios G. Eliades, Christos G. Panayiotou, Marios M. Polycarpou:
Contamination event detection in drinking water systems using a real-time learning approach. 663-670 - Leonid I. Perlovsky:
Cognitive functions of aesthetic emotions. 671-675 - Sheng Li, Ming Shao, Yun Fu:
Locality linear fitting one-class SVM with low-rank constraints for outlier detection. 676-683 - Chen Yu, Tian Xu, Yiwen Zhong, Seth B. Foster, Hui Zhang:
Learning to interact and interacting to learn: Active statistical learning in human-robot interaction. 684-691 - Alessandro G. Di Nuovo, Vivian M. De La Cruz, Angelo Cangelosi, Santo Di Nuovo:
The iCub learns numbers: An embodied cognition study. 692-699 - Martin F. Stoelen, Davide Marocco, Angelo Cangelosi, Fabio Bonsignorio, Carlos Balaguer:
Predictive Hebbian association of time-delayed inputs with actions in a developmental robot platform. 700-707 - Georgios Pierris, Torbjørn S. Dahl:
A developmental perspective on humanoid skill learning using a hierarchical SOM-based encoding. 708-715 - Qian Guo, Xiaofeng Wu, Juyang Weng:
WWN-9: Cross-domain synaptic maintenance and its application to object groups recognition. 716-723 - Arnulfo P. Azcarraga, Paolo Tensuan, Rudy Setiono:
Tagging documents using neural networks based on local word features. 724-731 - Yang Gu, Junfa Liu, Yiqiang Chen, Xinlong Jiang:
Constraint Online Sequential Extreme Learning Machine for lifelong indoor localization system. 732-738 - Li Zhang, M. Alamgir Hossain, Ming Jiang:
Intelligent Facial Action and emotion recognition for humanoid robots. 739-746 - Yuan Liu, Tianfan Fu, Yuchen Fan, Yanmin Qian, Kai Yu:
Speaker verification with deep features. 747-753 - Achille Melingui, Rochdi Merzouki, Jean Bosco Mbede, Coralie Escande, Boubaker Daachi, Nabil Benoudjit:
Qualitative approach for inverse kinematic modeling of a Compact Bionic Handling Assistant trunk. 754-761 - Lucas A. Lopes, Vinícius P. Machado, Ricardo de A. L. Rabelo:
Automatic cluster labeling through Artificial Neural Networks. 762-769 - Meng Joo Er, Zhifei Shao, Ning Wang:
A fast and effective Extreme learning machine algorithm without tuning. 770-777 - Mohammad Anwar Hosen, Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton:
Aggregation of Pi-based forecast to enhance prediction accuracy. 778-784 - Tomislav Bacek, Dubravko Majetic, Danko Brezak:
GPU implementation of the feedforward neural network with modified Levenberg-Marquardt algorithm. 785-791 - Anthony Knittel, Alan D. Blair:
Coarse and fine learning in deep networks. 792-799 - Wentao Zhu, Jun Miao, Laiyun Qing:
Constrained Extreme Learning Machine: A novel highly discriminative random feedforward neural network. 800-807 - Abdelhamid Bouchachia, Alexander Ortner:
Self-learning recursive neural networks for structured data classification. 808-815 - Mirko Polato, Alessandro Sperduti, Andrea Burattin, Massimiliano de Leoni:
Data-aware remaining time prediction of business process instances. 816-823 - Mashud Rana, Irena Koprinska, Alicia Troncoso Lora:
Forecasting hourly electricity load profile using neural networks. 824-831 - Wenchao Lao, Ying Wang, Chen Peng, Chengxu Ye, Yunong Zhang:
Time series forecasting via weighted combination of trend and seasonality respectively with linearly declining increments and multiple sine functions. 832-837 - Ali Babikir, Henry Mwambi:
A factor - Artificial neural network model for time series forecasting: The case of South Africa. 838-844 - Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao:
A neural network based approach to support the Market Making strategies in High-Frequency Trading. 845-852 - Gianluca Bontempi:
A Monte Carlo strategy for structured multiple-step-ahead time series prediction. 853-858 - Luis Fernando Martins Carlos, João Luís Garcia Rosa:
Face recognition through a chaotic neural network model. 859-863 - Fillipe M. Rodrigues, Campus Joao Camara, Anne M. P. Canuto, Araken M. Santos:
Confidence factor and feature selection for semi-supervised multi-label classification methods. 864-871 - Araken M. Santos, Anne M. P. Canuto:
Applying the self-training semi-supervised learning in hierarchical multi-label methods. 872-879 - Chunlin Chen, Daoyi Dong, Bo Qi, Ian R. Petersen, Herschel Rabitz:
Sampling-based learning control for quantum discrimination and ensemble classification. 880-885 - Min-Ru Zhao, Jian-Ming Zhang, Fei Han:
An improved extreme learning machine with adaptive growth of hidden nodes based on particle swarm optimization. 886-890 - John Licato, Ron Sun, Selmer Bringsjord:
Structural representation and reasoning in a hybrid cognitive architecture. 891-898 - Marisa B. Figueiredo, Bernardete Ribeiro, Ana Maria de Almeida:
Exploring the performance of non-negative multi-way factorization for household electrical seasonal consumption disaggregation. 899-906 - Zengqiang Chen, Zheng Xie:
Community detection based on local topological information in power grid. 907-912 - Yi Sun, Albert Y. S. Lam, Victor O. K. Li:
A heuristic to generate initial feasible solutions for the Unit Commitment problem. 913-920 - Marco Fagiani, Stefano Squartini, Leonardo Gabrielli, Mirco Pizzichini, Susanna Spinsante:
Computational Intelligence in Smart water and gas grids: An up-to-date overview. 921-926 - Luiz Carlos B. Roth, Eugenius Kaszkurewicz, Amit Bhaya:
Residential energy system control and management using a Hill-climbing heuristic method. 927-933 - Chaomin Luo, Jiyong Gao, Yi Lu Murphey, Gene Eu Jan:
A computationally efficient neural dynamics approach to trajectory planning of an intelligent vehicle. 934-939 - James L. Coyte, Boyuan Li, Haiping Du, Weihua Li, David Stirling, Montserrat Ros:
Decision tree assisted EKF for vehicle slip angle estimation using inertial motion sensors. 940-946 - Tian Tian, Ishwar K. Sethi, Nilesh V. Patel:
Traffic sign recognition using a novel permutation-based local image feature. 947-954 - Chen Fang, Xipeng Wang, Yi Lu Murphey, David Weber, Perry MacNeille:
Specific humidity forecasting using recurrent Neural Network. 955-960 - Gene Eu Jan, Chaomin Luo, Lun-Ping Hung, Shao-Ting Shih:
A computationally efficient complete area coverage algorithm for intelligent mobile robot navigation. 961-966 - Xipeng Wang, Jungme Park, Yi Lu Murphey, Johannes Kristinsson, Ming Kuang, Tony Phillips:
Intelligent Trip Modeling on Ramps using ramp classification and knowledge base. 967-974 - Zhaobin Wang, Xiaoguang Sun, Yide Ma, Hongjuan Zhang, Yurun Ma, Weiying Xie, Yaonan Zhang:
Plant recognition based on intersecting cortical model. 975-980 - Hui Yu, Zhaojie Ju, Honghai Liu:
Image factorization and feature fusion for enhancing robot vision in human face recognition. 981-986 - Hui Yu, Honghai Liu:
Linear regression for head pose analysis. 987-992 - Lasitha Vidyaratne, Mahbubul Alam, John K. Anderson, Khan M. Iftekharuddin:
Improved training of cellular SRN using Unscented Kaiman Filtering for ADP. 993-1000 - Eid Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Gerald Schaefer, Ahmad Taher Azar:
Retinal blood vessel segmentation using bee colony optimisation and pattern search. 1001-1006 - Amr H. Yousef, Khan Iftekharuddin:
Shoreline extraction from the fusion of LiDAR DEM data and aerial images using mutual information and genetic algrithms. 1007-1014 - Abdollah Kavousi-Fard, Abbas Khosravi, Saeid Nahavandi:
A novel fuzzy multi-objective framework to construct optimal prediction intervals for wind power forecast. 1015-1019 - Shaohong Zhang, Hau-San Wong, Wen-Jun Shen, Dongqing Xie:
AORS: Affinity-based outlier ranking score. 1020-1027 - Marko V. Jankovic, Nikola Georgijevic:
Applications of probabilistic model based on joystick probability selector. 1028-1035 - Xiuju Fu, Xiaorong Li, Yongqing Zhu, Lipo Wang, Rick Siow Mong Goh:
An intelligent analysis and prediction model for on-demand cloud computing systems. 1036-1041 - Han-Tai Shiao, Vladimir Cherkassky:
Learning using privileged information (LUPI) for modeling survival data. 1042-1049 - Andreas Antoniades, Clive Cheong Took:
A Google approach for computational intelligence in big data. 1050-1054 - Hang Shao, Nathalie Japkowicz:
Explicit feature mapping via multi-layer perceptron and its application to Mine-Like Objects detection. 1055-1062 - Edilson de Aguiar, Avelino Forechi, Lucas de Paula Veronese, Mariella Berger, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos:
Compressing VG-RAM WNN memory for lightweight applications. 1063-1070 - Shida Liu, Zhongsheng Hou, Chenkun Yin:
Data driven modeling for UGI gasification process via a variable structure genetic BP neural network. 1071-1078 - Rudy Setiono, Arnulfo P. Azcarraga, Yoichi Hayashi:
MofN rule extraction from neural networks trained with augmented discretized input. 1079-1086 - Peter McLeod, Brijesh K. Verma, Mengjie Zhang:
Optimizing configuration of neural ensemble network for breast cancer diagnosis. 1087-1092 - Xun Cai, Kanishka Tyagi, Michael T. Manry, Zhi Chen:
An efficient conjugate gradient based learning algorithm for multiple optimal learning factors of multilayer perceptron neural network. 1093-1099 - João Roberto Bertini Jr., Maria do Carmo Nicoletti, Liang Zhao:
Imputation of missing data supported by Complete p-Partite attribute-based Decision Graphs. 1100-1106 - Guibiao Xu, Bao-Gang Hu, José C. Príncipe:
An asymmetric stagewise least square loss function for imbalanced classification. 1107-1114 - Cristiano Cervellera, Mauro Gaggero, Danilo Macciò:
An analysis based on F-discrepancy for sampling in regression tree learning. 1115-1121 - Chunming Liu, Longbing Cao, Philip S. Yu:
Coupled fuzzy k-nearest neighbors classification of imbalanced non-IID categorical data. 1122-1129 - Gul Muhammad Khan, Jawad Ali, Sahibzada Ali Mahmud:
Wind power forecasting - An application of machine learning in renewable energy. 1130-1137 - Bernardete Ribeiro, Noel Lopes, João Gonçalves:
Signature identification via efficient feature selection and GPU-based SVM classifier. 1138-1145 - Kou-Yuan Huang, Jia-Rong Yang:
Hopfield neural network for seismic velocity picking. 1146-1153 - Mingming Chen, Zhanlei Yang, Wenju Liu:
Deep neural networks for Mandarin tone recognition. 1154-1158 - Shixun Wang, Peng Pan, Yansheng Lu:
An adaptive multiclass boosting algorithm for classification. 1159-1166 - Zhiping Duan, Xiaodong Gu:
Animal group behavioral model with Evasion Mechanism. 1167-1172 - Xuan Dong, Ah Chung Tsoi, Sio-Long Lo:
Superpixel appearance and motion descriptors for action recognition. 1173-1178 - Chunwei Yang, Huaping Liu, Shouyi Liao, Shicheng Wang:
Structured sparse coding method for infrared small target detection in video sequence. 1179-1184 - Wen Wang, Huaping Liu, Lianzhi Yu, Fuchun Sun:
Human activity recognition using smart phone embedded sensors: A Linear Dynamical Systems method. 1185-1190 - Adeiza James Onumanyi, Elizabeth N. Onwuka, Abiodun Musa Aibinu, Okechukwu Ugweje, Momoh-Jimoh E. Salami:
Effect of Spectrum Occupancy on the Performance of a Real Valued Neural Networl Based Energy Detector. 1191-1196 - Jia-Tao Zhang, Ah Chung Tsoi, Sio-Long Lo:
Scale Invariant Feature Transform Flow trajectory approach with applications to human action recognition. 1197-1204 - Simone Scardapane, Gabriele Nocco, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini:
An effective criterion for pruning reservoir's connections in Echo State Networks. 1205-1212 - Chuntao Ding, Li Zhang, Ya-Ping Lu, Shuping He:
Similarity-balanced Discriminant Neighborhood Embedding. 1213-1220 - Xiaofeng Liao, Nankun Mu:
Stability of a neutral delay neuron system in the critical case. 1221-1224 - Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui, Sean Shensheng Xu:
Further enhancements in WOM algorithm to solve the local minimum and flat-spot problem in feed-forward neural networks. 1225-1230 - K. M. T. V. Ganegedara, Lasindu C. Vidana Pathiranage, U. A. R. Ruwan Gunarathna, Buddhima S. Wijeweera, Amal Shehan Perera, Damminda Alahakoon:
Extending dynamic SOMs to capture incremental changes in data. 1231-1238 - Edson J. Acordi, Ivan Nunes da Silva, Ricardo Q. Machado:
Application of fuzzy systems in the control of a shunt active power filter with four-leg topology. 1239-1244 - Song Li, Qingming Yi, Min Shi, Qing Chen:
Highly sensitive weak signal acquisition method for GPS/compass. 1245-1249 - Xin Li, Lei Zhang, Ping Luo, Enhong Chen, Guandong Xu, Yu Zong, Chu Guan:
Mining user tasks from print logs. 1250-1257 - Weiwei Bai, Tieshan Li, Zhaokuan Lu:
Adaptive backstepping-based nonlinear disturbance observer for fin stabilizer system. 1258-1264 - Marwa Ammar, Souhir Bouaziz, Adel M. Alimi, Ajith Abraham:
Multi-agent evolutionary design of Flexible Beta Basis Function Neural Tree. 1265-1271 - Suli Ji, Baochang Zhang, Dandan Du, Biao He, Jianzhuang Liu:
Similarity Michaelis-Menten law pre-processing descriptor for face recognition. 1272-1277 - Liao Zhang, Shuyuan Yang, Jiren Zhang, Licheng Jiao:
Single image super-resolution via learned representative features and sparse manifold embedding. 1278-1284 - S. S. Liu, Y. Zhang, K. P. Liu:
Facial expression recognition under random block occlusion based on maximum likelihood estimation sparse representation. 1285-1290 - K. P. Liu, F. X. Liu, S. S. Liu, Y. C. Li:
Non-singular Terminal sliding mode control for landing on asteroids based on RBF neural network. 1291-1295 - Marcelo N. Kapp, Rodrigo Bloot, Paulo Rodrigo Cavalin, Luiz E. S. Oliveira:
Automatic forest species recognition based on multiple feature sets. 1296-1303 - Yong Lin, Xingjia Lu, Fillia Makedon:
Approximate planning in POMDPs via MDP heuristic. 1304-1309 - Hao Zhang, Guohai Liu, Li Qu, Yan Jiang:
A neural network left-inversion flux estimation for induction motor filed-oriented control. 1310-1313 - Chenxi Dai, Zhigang Liu, Yan Cui:
The transformer fault diagnosis combing KPCA with PNN. 1314-1319 - Haijun Zhang, Shifu Bie, Bin Luo:
Classifying web documents using term spectral transforms and Multi-Dimensional Latent Semantic representation. 1320-1327 - Xiao Chen, Qinke Peng, LiBin Han, Xiao Wang:
A Hopfield neural network based algorithm for haplotype assembly from low-quality data. 1328-1333 - Hongjing Liang, Yingchun Wang, Zhanshan Wang, Huaguang Zhang:
Distributed control for second-order leader-following multi-agent systems with heterogeneous leader. 1334-1338 - Qizhao Cai, Kan Xie, Zhaoshui He:
A multiplicative update algorithm for nonnegative convex polyhedral cone learning. 1339-1343 - Wen-Shyong Yu, Chien-Chih Weng:
Neural-based adaptive integral sliding mode tracking control for nonlinear interconnected systems. 1344-1351 - Jun Kong, Min Jiang, Yi-Ning Sun:
IR remote sensing image registration based on multi-scale feature extraction. 1352-1358 - Yi Zhao, Dansheng Yu:
Learning rates of neural network estimators via the new FNNs operators. 1359-1365 - Zuyuan Yang, Yong Xiang, Chuan Lu:
Image encryption based on compressed sensing and blind source separation. 1366-1369 - Diogo da Silva Severo, Everson Verissimo, George D. C. Cavalcanti, Tsang Ing Ren:
A modular neural network architecture that selects a different set of features per module. 1370-1374 - Jun Lu, Kan Xie, Zeng Tang:
Extracting nonlinear correlation for the classification of single-trial EEG in a finger movement task. 1375-1379 - Ning Wang, Nuo Dong, Min Han:
Vessel maneuvering model identification using multi-output dynamic radial-basis-function networks. 1380-1385 - Mubasher Baig, El-Sayed M. El-Alfy, Mian M. Awais:
Intrusion detection using a cascade of boosted classifiers (CBC). 1386-1392 - Pengpeng Lin, Jun Zhang, Ran An:
Data dimensionality reduction approach to improve feature selection performance using sparsified SVD. 1393-1400 - Xuming Huang, Cong Quan, Shuwei Liu, Yuanyuan Man:
Visualization and pattern discovery of social interactions and repost propagation in Sina Weibo. 1401-1408 - Bo Zhou, Chenlong Hu, Benhui Chen, Jinglu Hu:
A Transductive Support Vector Machine with adjustable quasi-linear kernel for semi-supervised data classification. 1409-1415 - Jinzhu Zhou, Na Li, Liwei Song:
Multi-kernel linear programming support vector regression with prior knowledge. 1416-1423 - Rodolfo Carneiro Cavalcante, Adriano L. I. Oliveira:
An autonomous trader agent for the stock market based on online sequential extreme learning machine ensemble. 1424-1431 - Andrea Giantomassi, Francesco Ferracuti, Sabrina Iarlori, Sauro Longhi, Alessandro Fonti, Gabriele Comodi:
Kernel canonical variate analysis based management system for monitoring and diagnosing smart homes. 1432-1439 - Yufei Tang, Jun Yang, Jun Yan, Zhili Zeng, Haibo He:
Frequency control using on-line learning method for island smart grid with EVs and PVs. 1440-1446 - Lucio Ciabattoni, Massimo Grisostomi, Gianluca Ippoliti, Sauro Longhi:
Home energy management benefits evaluation through fuzzy logic consumptions simulator. 1447-1452 - Wentao Guo, Feng Liu, Dawei He, Jennie Si, Ronald G. Harley, Shengwei Mei:
Reactive power control of DFIG wind farm using online supplementary learning controller based on approximate dynamic programming. 1453-1460 - Li Bu, Dongbin Zhao, Yu Liu, Qiang Guan:
A hierarchical classification algorithm for evaluating energy consumption behaviors. 1461-1466 - Pilar Caamaño, Francisco Bellas, Richard J. Duro:
Augmenting the NEAT algorithm to improve its temporal processing capabilities. 1467-1473 - Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Miguel Cazorla, Juan Manuel García Chamizo:
3D colour object reconstruction based on Growing Neural Gas. 1474-1481 - Vicente Morell, Miguel Cazorla, Sergio Orts-Escolano, José García Rodríguez:
3D maps representation using GNG. 1482-1487 - Carlos López-Franco, Michel López-Franco, Edgar N. Sánchez, Alma Y. Alanis:
Intelligent visual servoing for nonholonomic mobile robots. 1488-1493 - Jorge Azorín López, Marcelo Saval-Calvo, Andrés Fuster Guilló, Antonio Oliver-Albert:
A predictive model for recognizing human behaviour based on trajectory representation. 1494-1501 - Maninderjit Singh, Anima Majumder, Laxmidhar Behera:
Facial expressions recognition system using Bayesian inference. 1502-1509 - A. K. Das, Kartick Subramanian, Suresh Sundaram:
A computationally fast Interval Type-2 Neuro-Fuzzy Inference System and its Meta-Cognitive projection based learning algorithm. 1510-1516 - Zejia Zheng, Juyang Weng, Zhengyou Zhang:
WWN: Integration with coarse-to-fine, supervised and reinforcement learning. 1517-1524 - Ben Goertzel, Gino Yu:
From here to AGI: A roadmap to the realization of human-level artificial general intelligence. 1525-1533 - Abdulrahman Altahhan:
A fast learning variable lambda TD model: Used to realize home aware robot navigation. 1534-1541 - Shan Gao, Ah-Hwee Tan:
User daily activity pattern learning: A multi-memory modeling approach. 1542-1548 - Di Wang, Ah-Hwee Tan:
Mobile humanoid agent with mood awareness for elderly care. 1549-1556 - Bruno Sielly Jales Costa, Plamen Parvanov Angelov, Luiz Affonso Guedes:
A new unsupervised approach to fault detection and identification. 1557-1564 - Yanfeng Sun, Junbin Gao, Xia Hong, Yi Guo, Chris J. Harris:
Dimensionality reduction assisted tensor clustering. 1565-1572 - Gang Cao, Edmund M.-K. Lai, Fakhrul Alam:
Particle swarm optimization for convolved Gaussian process models. 1573-1578 - Roberto Alves Gueleri, Thiago Henrique Cupertino, André Carlos Ponce de Leon Ferreira de Carvalho, Liang Zhao:
A flocking-like technique to perform semi-supervised learning. 1579-1586 - Jinhong Zhong, Ke Tang, A. Kai Qin:
Finding convex hull vertices in metric space. 1587-1592 - Zhi-Yong Ran, Bao-Gang Hu:
An identifying function approach for determining structural identifiability of parameter learning machines. 1593-1599 - Zihua Yang, Zhengrong Yang:
Detection of non-structural outliers for microarray experiments. 1600-1605 - Emil Eirola, Amaury Lendasse, Juha Karhunen:
Variable selection for regression problems using Gaussian mixture models to estimate mutual information. 1606-1613 - Atreyee Sinha, Sugata Banerji, Chengjun Liu:
Scene image classification using a wigner-based Local Binary Patterns descriptor. 1614-1621 - Guo-Sen Xie, Xu-Yao Zhang, Yan-Ming Zhang, Cheng-Lin Liu:
Integrating supervised subspace criteria with restricted Boltzmann Machine for feature extraction. 1622-1629 - Jim Jing-Yan Wang, Xin Gao:
Semi-supervised sparse coding. 1630-1637 - Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio:
Investigation of Multi-Layer Perceptron with pulse glial chain based on individual inactivity period. 1638-1643 - Vassilis S. Kodogiannis, Ilias Petrounias, Eva Kontogianni:
Identification of meat spoilage by FTIR spectroscopy and neural networks. 1644-1651 - Pouria Fewzee, Ali-Akbar Samadani, Dana Kulic, Fakhri Karray:
Max-dependence regression. 1652-1659 - Murillo G. Carneiro, Thiago Henrique Cupertino, Liang Zhao:
K-associated optimal network for graph embedding dimensionality reduction. 1660-1666 - Fei Xia, Ning Chen, Jun Zhu, Aonan Zhang, Xiaoming Jin:
Max-margin latent feature relational models for entity-attribute networks. 1667-1674 - Jia Wu, Shirui Pan, Zhihua Cai, Xingquan Zhu, Chengqi Zhang:
Dual instance and attribute weighting for Naive Bayes classification. 1675-1679 - Xu-Ying Liu, Qian-Qian Li:
Learning from combination of data chunks for multi-class imbalanced data. 1680-1687 - Mark Eastwood, Chrisina Jayne:
Dual Deep Neural Network approach to matching data in different modes. 1688-1694 - Marco Severini, Stefano Squartini, Francesco Piazza:
Computational framework based on task and resource scheduling for micro grid design. 1695-1702 - Fan-Lin Meng, Xiao-Jun Zeng:
An optimal real-time pricing for demand-side management: A Stackelberg game and genetic algorithm approach. 1703-1710 - Nico Grundmeier, Axel Hahn, Norman Ihle, Serge Runge, Claas Meyer-Barlag:
A simulation based approach to forecast a demand load curve for a container terminal using battery powered vehicles. 1711-1718 - Asher G. Watts, Michal Prauzek, Petr Musílek, Emil Pelikán, Arturo Sanchez-Azofeifa:
Fuzzy power management for environmental monitoring systems in tropical regions. 1719-1726 - Seyyed A. Fatemi, Anthony Kuh:
Solar radiation forecasting under asymmetric cost functions. 1727-1732 - Posser Munawa, Komla A. Folly:
Selection of weighing functions in H∞ controller design using PBIL. 1733-1738 - Ya-Ping Lu, Li Zhang, Bangjun Wang, Jiwen Yang:
Feature ensemble learning based on sparse autoencoders for image classification. 1739-1745 - Shiliang Sun, Jin Zhou:
A review of adaptive feature extraction and classification methods for EEG-based brain-computer interfaces. 1746-1753 - Nistor Grozavu, Guénaël Cabanes, Younès Bennani:
Diversity analysis in collaborative clustering. 1754-1761 - Peipei Xia, Li Zhang:
Solving unbalanced problems in similarity learning using SVM ensemble. 1762-1768 - Anderson V. de Araújo, Carlos H. C. Ribeiro:
Sharing information on extended reachability goals over propositionally constrained multi-agent state spaces. 1769-1775 - Ge Song, Yunming Ye:
A new ensemble method for multi-label data stream classification in non-stationary environment. 1776-1783 - Tatiana Tambouratzis:
An Investigation of the environmental sustainability index in terms of its prediction and clustering capabilities. 1784-1791 - Eid Emary, Hossam M. Zawbaa, Aboul Ella Hassanien, Gerald Schaefer, Ahmad Taher Azar:
Retinal vessel segmentation based on possibilistic fuzzy c-means clustering optimised with cuckoo search. 1792-1796 - Jim Jing-Yan Wang, Majed Alzahrani, Xin Gao:
Large margin image set representation and classification. 1797-1803 - Min Jiang, Yulong Ding, Ben Goertzel, Zhongqiang Huang, Changle Zhou, Fei Chao:
Improving machine vision via incorporating expectation-maximization into Deep Spatio-Temporal learning. 1804-1811 - Xiangrong Zhang, Yang Yang, Hanghua Jia, Huiyu Zhou, Licheng Jiao:
Low-rank representation based action recognition. 1812-1818 - Yongfeng Zhang, Changjing Shang, Qiang Shen:
Interpolating Deep Spatio-Temporal Inference Network features for image classification. 1819-1826 - Nabin Sharma, Umapada Pal, Michael Blumenstein:
A study on word-level multi-script identification from video frames. 1827-1833 - Xia Hong, Sheng Chen, Chris J. Harris:
B-spline neural network based single-carrier frequency domain equalisation for Hammerstein channels. 1834-1841 - Zhouhua Peng, Dan Wang, Hao Wang, Wei Wang, Liang Diao:
Coordinated pattern tracking of multiple marine surface vehicles with uncertain kinematics and kinetics. 1842-1847 - Inés del Campo, Raul Finker, M. Victoria Martínez, Javier Echanobe, Faiyaz Doctor:
A real-time driver identification system based on artificial neural networks and cepstral analysis. 1848-1855 - Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis:
An approach to exploit non-optimized data for efficient control of unknown systems through neural and kernel models. 1856-1863 - Peter Benes, Ivo Bukovsky:
Neural network approach to hoist deceleration control. 1864-1869 - Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
A locally adaptive boundary evolution algorithm for novelty detection using level set methods. 1870-1876 - Yifan Fu, Junbin Gao, David Tien, Zhouchen Lin:
Tensor LRR based subspace clustering. 1877-1884 - Marcelo Rodrigo Portela Ferreira, Francisco de A. T. de Carvalho:
A kernel k-means clustering algorithm based on an adaptive Mahalanobis kernel. 1885-1892 - Hong Jia, Yiu-ming Cheung:
A new distance metric for unsupervised learning of categorical data. 1893-1899 - Xiang Zhang, Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo:
Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method. 1900-1906 - Madhavi Alamuri, Bapi Raju Surampudi, Atul Negi:
A survey of distance/similarity measures for categorical data. 1907-1914 - Cristiano Cervellera, Mauro Gaggero, Danilo Macciò, Roberto Marcialis:
Lattice sampling for efficient learning with Nadaraya-Watson local models. 1915-1922 - Badong Chen, Xiaohan Yang, Hong Ji, Hua Qu, Nanning Zheng, José C. Príncipe:
Trimmed affine projection algorithms. 1923-1928 - Kai Huang, Liqing Zhang:
Reconstructable generalized maximum scatter difference discriminant analysis. 1929-1936 - M. Srinivas, Debaditya Roy, C. Krishna Mohan:
Music genre classification using On-line Dictionary Learning. 1937-1941 - Jim Jing-Yan Wang, Jin Yao, Yijun Sun:
Semi-supervised local-learning-based feature selection. 1942-1948 - Enrico De Santis, Lorenzo Livi, Fabio Massimo Frattale Mascioli, Alireza Sadeghian, Antonello Rizzi:
Fault recognition in smart grids by a one-class classification approach. 1949-1956 - Alessandro Gandelli, Francesco Grimaccia, Sonia Leva, Marco Mussetta, Emanuele Ogliari:
Hybrid model analysis and validation for PV energy production forecasting. 1957-1962 - Huafen Hu, Yonghong Huang, Milan Milenkovic, Chad Miller, Ulf R. Hanebutte:
Personalized sensing towards building energy efficiency and thermal comfort. 1963-1969 - Carlos Sampedro, Carol Martínez, Aneesh Chauhan, Pascual Campoy Cervera:
A supervised approach to electric tower detection and classification for power line inspection. 1970-1977 - Jie Mei, Dawei He, Ronald G. Harley, Thomas G. Habetler:
Random forest based adaptive non-intrusive load identification. 1978-1983 - Ankur Sinha, Jack Jianguo Wang:
An implementation of the path integrator mechanism of head direction cells for bio-mimetic navigation. 1984-1991 - Zhijun Yang, Marlon Rocha, Priscila M. V. Lima, Mehmet Karamanoglu, Felipe Maia Galvão França:
A legged central pattern generation model for autonomous gait transition. 1992-1995 - Dongxu Gao, Jiangtao Cao, Zhaojie Ju:
An algorithm for real-time object tracking in complex environment. 1996-2002 - Woon Huei Chai, Hongliang Guo, Shen-Shyang Ho:
Robust prediction in nearly periodic time series using motifs. 2003-2010 - Chunming Liu, Longbing Cao, Philip S. Yu:
A hybrid coupled k-nearest neighbor algorithm on imbalance data. 2011-2018 - Vinícius R. Máximo, Marcos G. Quiles, Mariá C. V. Nascimento:
A consensus-based semi-supervised growing neural gas. 2019-2026 - Fabian Rubilar, María-José Escobar, Tomás Arredondo:
Bio-inspired architecture for a reactive-deliberative robot controller. 2027-2035 - Yuchen Liu, Mingxing Xu, Lianhong Cai:
Improved keyword spotting system by optimizing posterior confidence measure vector using feed-forward neural network. 2036-2041 - Addisson Salazar, Jorge Igual, Luis Vergara:
Agglomerative clustering of defects in ultrasonic non-destructive testing using hierarchical mixtures of independent component analyzers. 2042-2049 - Jing-Hua Yuan, De-Shuang Huang, Hao-Dong Zhu, Yong Gan:
Completed hybrid local binary pattern for texture classification. 2050-2057 - Ryan Burt, Goktug T. Cinar, José C. Príncipe:
Pitch estimation using non-negative matrix factorization. 2058-2062 - Hajer Brahmi, Boudour Ammar, Farouk Chérif, Adel M. Alimi:
On the dynamics of the high-order type of neural networks with time varying coefficients and mixed delay. 2063-2070 - Son P. Nguyen, Yi Shang, Dong Xu:
DL-PRO: A novel deep learning method for protein model quality assessment. 2071-2078 - Ashish Bora, Arjun Rao, Bipin Rajendran:
Mimicking the worm - An adaptive spiking neural circuit for contour tracking inspired by C. Elegans thermotaxis. 2079-2086 - Wagner Fontes Godoy, Ivan Nunes da Silva, Alessandro Goedtel, Rodrigo Henrique Cunha Palácios, W. S. Gongora:
Neural approach for bearing fault classification in induction motors by using motor current and voltage. 2087-2092 - Zhongwei Shi, Yun Xue, Yimin Wen, Guoyong Cai:
Efficient class incremental learning for multi-label classification of evolving data streams. 2093-2099 - Han-Bing Qu, Jia-Qiang Wang, Bin Li, Feng Yue, Wei Jin:
Probabilistic point set matching with Gaussian mixture model. 2100-2107 - Anuradha Saha, Amit Konar, Ritambhar Burman, Atulya K. Nagar:
EEG analysis for cognitive failure detection in driving using neuro-evolutionary synergism. 2108-2115 - Zuleika Nascimento, Djamel Sadok, Stenio F. L. Fernandes, Judith Kelner:
Multi-objective optimization of a hybrid model for network traffic classification by combining machine learning techniques. 2116-2122 - Son Ngoc Tran, Emmanouil Benetos, Artur S. d'Avila Garcez:
Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition. 2123-2129 - Thanh Xuan Luong, Bo-Kyeong Kim, Soo-Young Lee:
Color image processing based on Nonnegative Matrix Factorization with Convolutional Neural Network. 2130-2135 - Hao Zhu, Biao Han:
Bottom-up model of visual saliency: A viewpoint based on efficient coding hypothesis. 2136-2141 - Jie Lu, Furao Shen, Jinxi Zhao:
Using self-organizing incremental neural network (SOINN) For radial basis function networks. 2142-2148 - Wentao Mao, Haicheng Wang, Shangwang Liu:
A new multi-task learning based Wi-Fi location approach using L1/2-norm. 2149-2155 - Lijuan Duan, Zeming Zhao, Wei Ma, Jili Gu, Zhen Yang, Yuanhua Qiao:
A combined model for scan path in pedestrian searching. 2156-2161 - Yuanshan Liu, He Huang, Tingwen Huang:
Gain parameters based complex-valued backpropagation algorithm for learning and recognizing hand gestures. 2162-2166 - Zhennan Cai, Guohai Liu, Wenxiang Zhao, Hao Zhang, Yan Jiang, Yaojie Mi:
Tension identification of two-motor system based on neural network left-inverse. 2167-2170 - Penghu Miao, Guohai Liu, Duo Zhang, Yan Jiang, Hao Zhang, Huawei Zhou:
Sideslip angle soft-sensor based on neural network left inversion for multi-wheel independently driven electric vehicles. 2171-2175 - Chenlong Hu, Bo Zhou, Jinglu Hu:
Fast Support Vector Data Description training using edge detection on large datasets. 2176-2182 - Wenxiang Dou, Jinglu Hu:
A half-split grid clustering algorithm by simulating cell division. 2183-2189 - Jing Leng, Junpeng Li, Changchun Hua, Xinping Guan:
Stochastic gradient based iterative identification algorithm for a class of dual-rate Wiener systems. 2190-2197 - Xia Xu, Changchun Hua, Yinggan Tang, Xinping Guan:
Wiener model identification of blast furnace ironmaking process based on Laguerre filter and linear programming support vector regression. 2198-2204 - Jipeng Xie, Tianrui Li, Yan Yang, Weidong Jin:
Learning features from High Speed Train vibration signals with Deep Belief Networks. 2205-2210 - Andrew D. Hellicar, Ashfaqur Rahman, Daniel V. Smith, Greg Smith, John McCulloch:
A neural network and SOM based approach to analyse periodic signals: Application to Oyster heart-rate data. 2211-2217 - Khalid Iqbal, Xu-Cheng Yin, Hong-Wei Hao, Sohail Asghar, Hazrat Ali:
Bayesian network scores based text localization in scene images. 2218-2225 - Yide Zhang, Zhigang Zeng, Shiping Wen:
Implementation of memristive neural networks with spike-rate-dependent plasticity synapses. 2226-2233 - Kiran Penna, Venkatesh Yalavarthi, Huirong Fu, Ye Zhu:
Evaluation of active position detection in Vehicular Ad Hoc Networks. 2234-2239 - Rabia Arshad, Gul Muhammad Khan, Sahibzada Ali Mahmud:
Smart bandwidth management using a recurrent Neuro-Evolutionary technique. 2240-2247 - Aniket Singha, Bhaskaran Muralidharan, Bipin Rajendran:
Analog memristive time dependent learning using discrete nanoscale RRAM devices. 2248-2255 - Zhanquan Sun, Zhao Li:
Data intensive parallel feature selection method study. 2256-2262 - Jinrong He, Lixin Ding, Lei Jiang, Ling Ma:
Kernel ridge regression classification. 2263-2267 - Katsunari Shibata:
Causality traces for retrospective learning in neural networks - Introduction of parallel and subjective time scales. 2268-2275 - Xiaowei Ren, Pengju Ren, Badong Chen, Tai Min, Nanning Zheng:
Hardware implementation of KLMS algorithm using FPGA. 2276-2281 - Altaf Ahmad Huqqani, Erich Schikuta, Erwin Mann:
Parallelized neural networks as a service. 2282-2289 - Saba Q. Yahyaa, Madalina M. Drugan, Bernard Manderick:
The scalarized multi-objective multi-armed bandit problem: An empirical study of its exploration vs. exploitation tradeoff. 2290-2297 - Adam Taylor, Ivana Dusparic, Edgar Galván López, Siobhán Clarke, Vinny Cahill:
Accelerating Learning in multi-objective systems through Transfer Learning. 2298-2305 - Kristof Van Moffaert, Tim Brys, Arjun Chandra, Lukas Esterle, Peter R. Lewis, Ann Nowé:
A novel adaptive weight selection algorithm for multi-objective multi-agent reinforcement learning. 2306-2314 - Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E. Taylor, Daniel Kudenko, Ann Nowé:
Multi-objectivization of reinforcement learning problems by reward shaping. 2315-2322 - Simone Parisi, Matteo Pirotta, Nicola Smacchia, Luca Bascetta, Marcello Restelli:
Policy gradient approaches for multi-objective sequential decision making. 2323-2330 - Kristof Van Moffaert, Kevin Van Vaerenbergh, Peter Vrancx, Ann Nowé:
Multi-objective χ-Armed bandits. 2331-2338 - Filippo Maria Bianchi, Simone Scardapane, Lorenzo Livi, Aurelio Uncini, Antonello Rizzi:
An interpretable graph-based image classifier. 2339-2346 - Hemmaphan Suwanwiwat, Vu Nguyen, Michael Blumenstein, Umapada Pal:
Off-line handwritten Thai name recognition for student identification in an automated assessment system. 2347-2353 - Ikramullah Khosa, Eros Pasero:
Feature extraction in X-ray images for hazelnuts classification. 2354-2360 - Zhidong Deng, Kelaiti Xiao, Jing Huang:
A new fuzzy shape context approach based on multi-clue and state reservoir computing. 2361-2366 - Guoyu Lu, Vincent Ly, Chandra Kambhamettu:
Structure-from-Motion reconstruction based on weighted Hamming descriptors. 2367-2374 - Anima Majumder, Laxmidhar Behera, Venkatesh K. Subramanian:
Local binary pattern based facial expression recognition using Self-organizing Map. 2375-2382 - Filipe Peliz Pinto Teixeira, Murray Shanahan:
Does plasticity promote criticality? 2383-2390 - Marco Silva, Adriano S. Koshiyama, Marley Maria Bernardes Rebuzzi Vellasco, Edson Cataldo:
Evolutionary features and parameter optimization of spiking neural networks for unsupervised learning. 2391-2398 - José Luis Rosselló, Vicent Canals, Antoni Oliver, Antoni Morro:
Stochastic Spiking Neural Networks at the EDGE of CHAOS. 2399-2406 - Zafeirios Fountas, Murray Shanahan:
Phase offset between slow oscillatory cortical inputs influences competition in a model of the basal ganglia. 2407-2414 - Shirin Dora, Suresh Sundaram, N. Sundararajan:
A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier. 2415-2421 - Alireza A. Dibazar, A. H. Yousefi, Theodore W. Berger:
Large scale parameter estimation for nonlinear dynamic systems: Application on spike-in, spike-out neural models. 2422-2427 - Johannes Jordan, Elli Angelopoulou, Antonio Robles-Kelly:
An unsupervised material learning method for imaging spectroscopy. 2428-2435 - Raghvendra Mall, Siamak Mehrkanoon, Rocco Langone, Johan A. K. Suykens:
Optimal reduced sets for sparse kernel spectral clustering. 2436-2443 - Shiquan Yang, Jianqiang Dong, Bo Yuan:
An efficient parallel ISODATA algorithm based on Kepler GPUs. 2444-2449 - Shaohong Zhang, Hau-San Wong, Dongqing Xie:
Semi-supervised clustering with pairwise and size constraints. 2450-2457 - Amelia King, ZiHua Yang, Zheng Rong Yang:
Multivariate multi-scale Gaussian for microarray unsupervised classification. 2458-2463 - Goktug T. Cinar, Carlos A. Loza, José C. Príncipe:
Hierarchical Linear Dynamical Systems: A new model for clustering of time series. 2464-2470 - Zhanshan Wang, Zhengwei Shen, Mi Tian, Qi-He Shan:
A review on evolution of Lyapunov-Krasovskii function in stability analysis of recurrent neural networks with single time-varying delay. 2471-2476 - Xinlei Yi, Wenlian Lu, Tianping Chen:
Stability of Hopfield neural networks with event-triggered feedbacks. 2477-2482 - Masato Izawa, Hiroyuki Torikai:
Nonlinear responses of an asynchronous cellular automaton model of spiral ganglion cell. 2483-2490 - Lili Wang, Tianping Chen:
New method on the complete stability of delayed cellular neural networks. 2491-2495 - Naoki Shimada, Hiroyuki Torikai:
Reproduction of forward and backward propagations on dendrites by multi-compartment asynchronous cell automaton neuron. 2496-2503 - Mark H. Myers, Robert Kozma, Jeffery Jonathan Davis, Roman Ilin:
Phase cone detection optimization in EEG data. 2504-2511 - Juan C. Tudon Martinez, Rubén Morales-Menéndez, Ricardo Ramírez-Mendoza, Luis E. Garza-Castañón:
Experimental ANN-based modeling of an adjustable damper. 2512-2518 - Martin Peniak, Angelo Cangelosi:
Scaling-up action learning neuro-controllers with GPUs. 2519-2524 - Kristina Vassiljeva, Juri Belikov, Eduard Petlenkov:
Application of genetic algorithms to neural networks based control of a liquid level tank system. 2525-2530 - S. Kiakojoori, Khashayar Khorasani:
Dynamie neural networks for jet engine degradation prediction and prognosis. 2531-2538 - Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, Michael R. Lyu, Irwin King:
Exploiting homophily-based implicit social network to improve recommendation performance. 2539-2547 - Tsirizo Rabenoro, Jérôme Lacaille, Marie Cottrell, Fabrice Rossi:
Anomaly detection based on indicators aggregation. 2548-2555 - Zeyu You, Raviv Raich, Yonghong Huang:
Mixture modeling and inference for recognition of multiple recurring unknown patterns. 2556-2563 - Hua Chen, Jing Zhang, Hongping Hu, Xiaogang Zhang:
Recognition of sintering state in rotary kiln using a robust extreme learning machine. 2564-2570 - Oscar Chang:
Reliable object recognition by using cooperative neural agents. 2571-2578 - Takashi Matsubara, Hiroyuki Torikai, Tetsuya Shimokawa, Kenji Leibnitz, Ferdinand Peper:
A nonlinear model of fMRI BOLD signal including the trend component. 2579-2586 - Ben Goertzel:
How might the brain represent complex symbolic knowledge? 2587-2591 - Petia Georgieva, Filipe Miguel Teixeira Pereira da Silva, Lyudmila Mihaylova, Nidhal Bouaynaya:
Statistical approach for reconstruction of dynamic brain dipoles based on EEG data. 2592-2599 - Isabelle Guyon, Demian Battaglia, Alice Guyon, Vincent Lemaire, Javier G. Orlandi, Bisakha Ray, Mehreen Saeed, Jordi Soriano, Alexander R. Statnikov, Olav Stetter:
Design of the first neuronal connectomics challenge: From imaging to connectivity. 2600-2607 - Juyang Weng:
A bridge-islands model for brains: Developing numeric circuits for logic and motivation. 2608-2615 - Rigoberto Fonseca-Delgado, Pilar Gómez-Gil:
Selecting and combining models with self-organizing maps for long-term forecasting of chaotic time series. 2616-2623 - Xin Wang, Chuandong Li, Tingwen Huang, Xiaofeng Liao:
Impulsive synchronization of coupled switched neural networks with impulsive time window. 2624-2628 - Yoshitsugu Kakemoto, Shinichi Nakasuka:
Vibrate Synchronize Function neural network model - Its backgrounds. 2629-2636 - Alan Perotti, Artur S. d'Avila Garcez, Guido Boella:
Neural Networks for Runtime Verification. 2637-2644 - Le Zhang, Ye Ren, Ponnuthurai N. Suganthan:
Towards generating random forests via extremely randomized trees. 2645-2652 - Anderson Tenório Sergio, Teresa Bernarda Ludermir:
Reservoir Computing optimization with a hybrid method. 2653-2660 - Marcelo Damasceno, Anne M. P. Canuto:
An empirical analysis of ensemble systems in cancellable behavioural biometrics: A touch screen dataset. 2661-2668 - Pedro Geadas, Ana Alves, Bernardete Ribeiro:
Ensemble learning for keyword extraction from event descriptions. 2669-2676 - Tiago P. F. de Lima, Teresa Bernarda Ludermir:
Ensembles of evolutionary Extreme Learning Machines through differential evolution and Fitness Sharing. 2677-2682 - Fuxiao Tan, Derong Liu, Xinping Guan, Bin Luo:
Unmanned aerial vehicles (UAV) heading optimal tracking control using online kernel-based HDP algorithm. 2683-2689 - Madalina M. Drugan, Ann Nowé:
Scalarization based Pareto optimal set of arms identification algorithms. 2690-2697 - Thomas Lampe, Martin A. Riedmiller:
Approximate model-assisted Neural Fitted Q-Iteration. 2698-2704 - Varun Raj Kompella, Marijn F. Stollenga, Matthew D. Luciw, Jürgen Schmidhuber:
Explore to see, learn to perceive, get the actions for free: SKILLABILITY. 2705-2712 - Jihye Bae, Luis G. Sánchez Giraldo, José C. Príncipe, Joseph T. Francis:
Correntropy kernel temporal differences for reinforcement learning brain machine interfaces. 2713-2717 - Mathieu Lefort, Alexander Gepperth:
PROPRE: PROjection and PREdiction for multimodal correlations learning. An application to pedestrians visual data discrimination. 2718-2725 - Yujuan Han, Wenlian Lu, Tianping Chen:
Pinning dynamic complex networks by time-varying controller-vertex set. 2726-2731 - Tao Feng, Huaguang Zhang, Yanhong Luo, Yingchun Wang:
Distributed LQR design for multi-agent systems on directed graph topologies. 2732-2737 - Tong Zhang, C. L. Philip Chen, Jin Zhou:
Impact of ratio k on two-layer neural networks with dynamic optimal learning rate. 2738-2742 - Abbas Edalat, Zheng Lin:
A neural model of mentalization/mindfulness based psychotherapy. 2743-2751 - Sangwook Kim, Rammohan Mallipeddi, Minho Lee:
Incremental face recognition using rehearsal and recall processes. 2752-2757 - Toshihiko Matsuka, Hidehito Honda:
On the relationships between social structures and acquired knowledge in societies. 2758-2763 - Dongsheng Guo, Binbin Qiu, Zhende Ke, Zhi Yang, Yunong Zhang:
Case study of Zhang matrix inverse for different ZFs leading to different nets. 2764-2769 - Xinyi Le, Zheng Yan, Jun Wang:
Neurodynamics-based robust eigenstructure assignment for second-order descriptor systems. 2770-2775 - Chunhua Feng, Rejean Plamondon:
Oscillation analysis of the solutions for a four coupled FHN network model with delays. 2776-2782 - Yosi Kristian, Mochamad Hariadi, Mauridhi Hery Purnomo:
Ideal Modified Adachi Chaotic Neural Networks and active shape model for infant facial cry detection on still image. 2783-2787 - Chen Peng, Yingbiao Ling, Ying Wang, Xiaotian Yu, Yunong Zhang:
Three new ZNN models with economical dimension and exponential convergence for real-time solution of moore-penrose pseudoinverse. 2788-2793 - Juan Diego Sanchez-Torres, Martin J. Loza-Lopez, Riemann Ruiz-Cruz, Edgar N. Sánchez, Alexander G. Loukianov:
A recurrent neural network for real time electrical microgrid prototype optimization. 2794-2799 - Shuyuan Yang, Bin Li, Min Wang, Wenping Ma:
Compressive Direction-of-Arrival Estimation via Regularized Multiple Measurement FOCUSS algorithm. 2800-2803 - Wissam A. Albukhanajer, Hussein A. Leftah, Abdul Adhem A. Ali:
Effective identification of a turbogenerator in a SMIB power system using Fuzzy Neural Networks. 2804-2811 - Filipe de Oliveira Saraiva, Eduardo Nobuhiro Asada:
Multi-agent systems applied to topological reconfiguration of smart power distribution systems. 2812-2819 - Naji Al-Messabi, Cindy Goh, Ibrahim El-Amin, Yun Li:
Heuristically enhanced dynamic neural networks for structurally improving photovoltaic power forecasting. 2820-2825 - Ailong Wu, Zhigang Zeng, Chaojin Fu:
Data Mining Paradigm Based on Functional Networks with Applications in Landslide Prediction. 2826-2830 - Ailong Wu, Zhigang Zeng, Chaojin Fu:
The state of the art of memristive neural systems: Models and applications. 2831-2836 - Xiaochen Chen, Jia Wei, Jinhai Li, Xiaodong Zhang:
Integrating Local and Global Manifold structures for unsupervised dimensionality reduction. 2837-2843 - Ali N. Hasan, Bhekisipho Twala, Tshilidzi Marwala:
Moving towards accurate monitoring and prediction of gold mine underground dam levels. 2844-2849 - Yuanfang Ren, Yan Wu:
Convolutional deep belief networks for feature extraction of EEG signal. 2850-2853 - Diana Thomson La Corte, Yi Ming Zou:
Newton's method backpropagation for complex-valued holomorphic multilayer perceptrons. 2854-2861 - Guangpu Shao, Junbin Gao, Tianjiang Wang, Fang Liu, Yucheng Shu, Yong Yang:
Fuzzy c-means clustering with a new regularization term for image segmentation. 2862-2869 - Baobin Miao, Tieshan Li:
Direct adaptive neural network control of a class of nonlinear systems. 2870-2874 - Ying-Wei Tan, Wenju Liu, Wei Jiang, Hao Zheng:
Hybrid SVM/HMM architectures for statistical model-based voice activity detection. 2875-2878 - C. G. Zhou, X. Q. Zeng, J. J. Yu:
Novel stability criteria of T-S fuzzy hopfield neural networks with time-varying delays and uncertainties. 2879-2886 - Andre R. S. Lopes, Ricardo B. C. Prudêncio, Byron L. D. Bezerra:
A collaborative filtering framework based on local and global similarities with similarity tie-breaking criteria. 2887-2893 - Yong Zhang, Panpan Fu, Wenzhe Liu, Li Zou:
SVM classification for imbalanced data using conformal kernel transformation. 2894-2900 - Xiao Wang, Qinke Peng, Tao Zhong:
Analysis of disease association and susceptibility for SNP data using emotional neural networks. 2901-2905 - Zhijie Li, Yuanxiang Li, Li Kuang, Fei Yu:
Artificial immune system application for solving dynamic optimization problems. 2906-2911 - Jianqiang Hu, Jinling Liang, Jinde Cao:
Synchronization control of hybrid-coupled heterogeneous complex networks. 2912-2919 - Kefeng Ning, Min Liu, Mingyu Dong, Zhansong Wu:
Robust LS-SVR based on variational Bayesian and its applications. 2920-2926 - Zhao Zhang, Ming-Bo Zhao, Tommy W. S. Chow:
Label propagation and soft-similarity measure for graph based Constrained Semi-Supervised Learning. 2927-2934 - Guangyuan Pan, Junfei Qiao, Wei Chai, Nikitas Dimopoulos:
An improved RBM based on Bayesian Regularization. 2935-2939 - Henghui Zhu, Kexin Liu, Jinhu Lu, Zongli Lin, Yao Chen:
On the cooperative observability of a continuous-time linear system on an undirected network. 2940-2944 - Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao, Fanzhang Li:
Robust bilinear matrix recovery by Tensor Low-Rank Representation. 2945-2951 - Qiao-Ying Huang, Zhu-Hong You, Shuai Li, Zexuan Zhu:
Using Chou's amphiphilic Pseudo-Amino Acid Composition and Extreme Learning Machine for prediction of Protein-protein interactions. 2952-2956 - Yifan Fu, Junbin Gao, Yanfeng Sun, Xia Hong:
Joint multiple dictionary learning for Tensor sparse coding. 2957-2964 - Eunsil Gim, Sojeong Ha, Seungjin Choi:
Dependent stotchastic blockmodels. 2965-2972 - Linh Ho Manh, Francesco Grimaccia, Marco Mussetta, Paola Pirinoli, Riccardo Enrico Zich:
Splitted neural networks for better performance of antenna optimization. 2973-2977 - Yoonseop Kang, Taewoong Jang, Seungjin Choi:
Learning features with structure-adapting multi-view exponential family harmoniums. 2978-2985 - Haibing Zhang, Shirong Liu, Chaoliang Zhong:
Outdoor scene understanding using SEVI-BOVW model. 2986-2990 - Xuehui Mei, Haijun Jiang:
Global exponential stability of delayed Hopfield neural network on time scale. 2991-2996 - Peter Michal, Jan Pitel, Alena Vagaská, Ivo Bukovsky:
Application of neural networks to evaluate experimental data of galvanic zincing. 2997-3001 - Ana Filipa Sequeira, Juliano Murari, Jaime S. Cardoso:
Iris liveness detection methods in the mobile biometrics scenario. 3002-3008 - Qiang Wu, Ju Liu, Feng-rong Sun, Jie Li, Andrzej Cichocki:
Nonnegative Shifted Tensor Factorization in time frequency domain. 3009-3014 - Xiaofeng Lin, Zhe Qian:
Modeling of vertical mill raw meal grinding process and optimal setting of operating parameters based on wavelet neural network. 3015-3020 - Jin Liu, Hua Qu, Badong Chen, Wentao Ma:
Kernel robust mixed-norm adaptive filtering. 3021-3024 - Long Lan, Naiyang Guan, Xiang Zhang, Dacheng Tao, Zhigang Luo:
Soft-constrained nonnegative matrix factorization via normalization. 3025-3030 - Alexander Gepperth:
Latency-based probabilistic information processing in a learning feedback hierarchy. 3031-3037 - Yu Fang, Kamaladdin Fataliyev, Lipo Wang, Xiuju Fu, Yaoli Wang:
Improving the genetic-algorithm-optimized wavelet neural network for stock market prediction. 3038-3042 - Xiaoping Wang, Fang Zhou, Yi Shen:
An optimal software maintenance policy based on reliability and risk. 3043-3048 - Lufuno Marwala, Bhekisipho Twala:
Forecasting electricity consumption in South Africa: ARMA, neural networks and neuro-fuzzy systems. 3049-3055 - Katti Faceli, Tiemi C. Sakata, André Carlos Ponce de Leon Ferreira de Carvalho, Marcílio Carlos Pereira de Souto:
PVis - Partitions' visualizer: Extracting knowledge by visualizing a collection of partitions. 3056-3061 - Zhijie Li, Yuanxiang Li, Fei Yu, Dahai Ge:
Adaptively weighted support vector regression for financial time series prediction. 3062-3065 - Massimo Panella, Luca Liparulo, Andrea Proietti:
A higher-order fuzzy neural network for modeling financial time series. 3066-3073 - Mininder Sethi, Philip C. Treleaven, Sebastian Del Bano Rollin:
Beating the S&P 500 index - A successful neural network approach. 3074-3077 - Feng Wang, Zhiyong Zhao, Xiaodong Li, Fei Yu, Hao Zhang:
Stock volatility prediction using multi-kernel learning based extreme learning machine. 3078-3085 - Alexandros Ladas, Jonathan M. Garibaldi, Rodrigo Scarpel, Uwe Aickelin:
Augmented Neural Networks for modelling consumer indebtness. 3086-3093 - Chang Liu, Hafiz Malik:
A new investment strategy based on data mining and Neural Networks. 3094-3099 - Yiqin Leng, Li Zhang, Jiwen Yang:
Locally Linear Embedding algorithm based on OMP for incremental learning. 3100-3107 - Meng Hu, Furao Shen, Jinxi Zhao:
Hidden Markov models based dynamic hand gesture recognition with incremental learning method. 3108-3115 - Michiel Boes, Damiano Oldoni, Bert De Coensel, Dick Botteldooren:
Long-term learning behavior in a recurrent neural network for sound recognition. 3116-3123 - Ivo Bukovsky, Noriyasu Homma, Matous Cejnek, Kei Ichiji:
Study of Learning Entropy for Novelty Detection in lung tumor motion prediction for target tracking radiation therapy. 3124-3129 - Nicoleta Rogovschi, Nistor Grozavu:
Opinion retrieval through unsupervised topological learning. 3130-3134 - Annie Anak Joseph, Seiichi Ozawa:
A fast Incremental Kernel Principal Component Analysis for data streams. 3135-3142 - Wei Zhang, Qingshan Liu:
A one-layer discrete-time projection neural network for support vector classification. 3143-3148 - Youshen Xia, Guiliang Lin, Wei Xing Zheng:
A fast discrete-time learning algorithm for speech enhancement using noise constrained parameter estimation. 3149-3154 - Yunong Zhang, Fangting Wu, Zhengli Xiao, Zhen Li, Binghuang Cai:
Performance analysis of LVI-based PDNN applied to real-time solution of time-varying quadratic programming. 3155-3160 - Xinzhe Wang, Zheng Yan, Jun Wang:
Model predictive control of multi-robot formation based on the simplified dual neural network. 3161-3166 - Zhiying Liu, Xinzhe Wang, Jun Wang:
Neurodynamics-based model predictive control of autonomous underwater vehicles in vertical plane. 3167-3172 - Jingjing Huang, Guocheng Li:
A single layer recurrent neural network for pseudoconvex optimization subject to quasiconvex constraints. 3173-3177 - Sanqing Hu, Hui Wang, Jianhai Zhang, Wanzeng Kong, Yu Cao:
Causality from Cz to C3/C4 or between C3 and C4 revealed by granger causality and new causality during motor imagery. 3178-3185 - José Rodrigues de Oliveira-Neto, Felipe Duque Belfort, Rafael Cavalcanti-Neto, João Ranhel:
Magnitude comparison in analog spiking neural assemblies. 3186-3191 - Phyo Phyo San, Shaista Hussain, Arindam Basu:
Spike-timing dependent morphological learning for a neuron with nonlinear active dendrites. 3192-3196 - Muhaini Othman, Nikola K. Kasabov, Enmei Tu, Valery Feigin, Rita Krishnamurthi, Zheng-Guang Hou, Yixiong Chen, Jin Hu:
Improved predictive personalized modelling with the use of Spiking Neural Network system and a case study on stroke occurrences data. 3197-3204 - Bernhard A. Kaplan, Mina A. Khoei, Anders Lansner, Laurent U. Perrinet:
Signature of an anticipatory response in area VI as modeled by a probabilistic model and a spiking neural network. 3205-3212 - Tingting (Amy) Gibson, James A. Henderson, Janet Wiles:
Predicting temporal sequences using an event-based spiking neural network incorporating learnable delays. 3213-3220 - Denise Taylor, Nathan Matthew Scott, Nikola K. Kasabov, Elisa Capecci, Enmei Tu, Nicola Saywell, Yixiong Chen, Jin Hu, Zeng-Guang Hou:
Feasibility of NeuCube SNN architecture for detecting motor execution and motor intention for use in BCIapplications. 3221-3225 - Sheng Chen, Xia Hong, Chris J. Harris:
On-line Gaussian mixture density estimator for adaptive minimum bit-error-rate beamforming receivers. 3226-3233 - Fenglin Wang, Qingfang Meng, Yuehui Chen:
The neoteric feature extraction method of epilepsy EEG based on the vertex strength distribution of weighted complex network. 3234-3239 - Yanmin Zhu, Bo Yuan:
Real-time hand gesture recognition with Kinect for playing racing video games. 3240-3246 - Gaochao Cui, Yunchao Yin, Toshihisa Tanaka, Jianting Cao:
EEG energy analysis for evaluating consciousness level using dynamic MEMD. 3247-3250 - Wei-Hsin Wang, Yu-Liang Hsu, Ming-Chyi Pai, Cheng-Hsiung Wang, Chun-Yao Wang, Chien-Wen Lin, Hao-Li Wu, Pau-Choo Chung:
Alzheimer's disease classification based on gait information. 3251-3257 - Orawan Netprasat, Sansanee Auephanwiriyakul, Nipon Theera-Umpon:
Architectural distortion detection from mammograms using support vector machine. 3258-3264 - Hongliang Li, Derong Liu, Ding Wang, Chao Li:
Data-driven iterative adaptive dynamic programming algorithm for approximate optimal control of unknown nonlinear systems. 3265-3271 - Wen Yu, Xiaoou Li:
Hybrid neural networks for gasoline blending system modeling. 3272-3277 - Ning Wang, Bijun Dai, Yancheng Liu, Min Han:
Adaptive self-constructing radial-basis-function neural control for MIMO uncertain nonlinear systems with unknown disturbances. 3278-3283 - Pan Qin, Min Han:
Robust structure selection of radial basis function networks for nonlinear system identification. 3284-3288 - Rocio Carrasco, Edgar N. Sánchez, Riemann Ruiz-Cruz, Catherine Cadet:
Neural control for a solid waste incinerator. 3289-3294 - Poramate Manoonpong, Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter:
Reservoir-based online adaptive forward models with neural control for complex locomotion in a hexapod robot. 3295-3302 - Shin-Ying Huang, Fang Yu, Rua-Huan Tsaih, Yennun Huang:
Resistant learning on the envelope bulk for identifying anomalous patterns. 3303-3310 - Shuo Wang, Leandro L. Minku, Xin Yao:
A multi-objective ensemble method for online class imbalance learning. 3311-3318 - Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda:
The Parzen kernel approach to learning in non-stationary environment. 3319-3323 - Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski:
A novel application of Hoeffding's inequality to decision trees construction for data streams. 3324-3330 - Tatiana Escovedo, André Vargas Abs da Cruz, Adriano S. Koshiyama, Rubens Nascimento Melo, Marley Maria Bernardes Rebuzzi Vellasco:
NEVE++: A neuro-evolutionary unlimited ensemble for adaptive learning. 3331-3338 - Giacomo Boracchi, Manuel Roveri:
Exploiting self-similarity for change detection. 3339-3346 - Francisco Javier López-Rubio, Ezequiel López-Rubio, Rafael Marcos Luque Baena, Enrique Domínguez, Esteban J. Palomo:
Color space selection for self-organizing map based foreground detection in video sequences. 3347-3354 - Jürgen Leitner, Alexander Förster, Jürgen Schmidhuber:
Improving robot vision models for object detection through interaction. 3355-3362 - Lauro Jose Lyrio Junior, Thiago Oliveira-Santos, Avelino Forechi, Lucas de Paula Veronese, Claudine Badue, Alberto F. De Souza:
Image-based global localization using VG-RAM Weightless Neural Networks. 3363-3370 - Shreyasi Datta, Anwesha Khasnobish, Amit Konar, D. N. Tibarewala, Atulya K. Nagar:
EEG based artificial learning of motor coordination for visually inspired task using neural networks. 3371-3378 - Dongshu Wang, Yihai Duan, Juyang Weng:
Serotonin and dopamine systems: Internal areas and sequential tasks. 3379-3386 - Marcos Eduardo Valle:
An introduction to complex-valued recurrent correlation neural networks. 3387-3394 - Yili Xia, Cyrus Jahanchahi, Dongpo Xu, Danilo P. Mandic:
The HC calculus, quaternion derivatives and caylay-hamilton form of quaternion adaptive filters and learning systems. 3395-3401 - Wei Zhou, Jacek M. Zurada:
Stability condition for discrete time multi-valued recurrent neural networks in asynchronous update mode. 3402-3405 - Wei Zhou, Jacek M. Zurada:
A new stability condition for discrete time recurrent neural networks with complex-valued linear threshold neurons. 3406-3409 - Kotaro Terabayashi, Akira Hirose:
Ultra-short-pulse acoustic imaging using complex-valued spatio-temporal neural-network for null-steering: Experimental results. 3410-3413 - Dongpo Xu, Shuang Liang:
Finite convergence of the learning algorithms for a modified multi-valued neuron. 3414-3419 - Hui Wei, Zheng Dong:
V4 neural network model for visual saliency and discriminative local representation of shapes. 3420-3427 - Guoyou Li, Xin Wang:
Binocular visual servoing based on PID neural network. 3428-3434 - Hao Zhu, Biao Han:
Visual saliency via loss coding. 3435-3441 - Chih-Chieh Hsu, Alice C. Parker:
Border ownership in a nano-neuromorphic circuit using nonlinear dendritic computations. 3442-3449 - Na Shu, Q. Tang, Haihua Liu:
A bio-inspired approach modeling spiking neural networks of visual cortex for human action recognition. 3450-3457 - Hiroki Takagi, Hiroaki Kudo, Tetsuya Matsumoto, Noboru Ohnishi, Yoshinori Takeuchi:
Measurement of confusion color pairs for dichromats in order to use applications supporting color vision deficiency. 3458-3464 - Wei Zeng, Cong Wang:
View-invariant gait recognition via deterministic learning. 3465-3472 - Yanjun Guo, Yantao Tian, Xu Gao, Xuange Zhang:
Micro-expression recognition based on local binary patterns from three orthogonal planes and nearest neighbor method. 3473-3479 - Wladyslaw Homenda, Marcin Luckner, Witold Pedrycz:
Classification with rejection based on various SVM techniques. 3480-3487 - Wladyslaw Homenda, Wojciech Lesinski:
Imbalanced pattern recognition: Concepts and evaluations. 3488-3495 - Chayashree Patgiri, Mousmita Sarma, Kandarpa Kumar Sarma:
RNN and SOM based classifier to recognize assamese fricative sounds designed using frame based temporal feature sets. 3496-3502 - S. M. N. Arosha Senanayake, Joko Triloka, Owais Ahmed Malik, Pg. Mohammad Iskandar:
Artificial neural network based gait patterns identification using neuromuscular signals and soft tissue deformation analysis of lower limbs muscles. 3503-3510 - Qiaolin Ye, Ning Ye, Chunxia Zhao:
Recursive soft margin subspace learning. 3511-3518 - Patoomsiri Songsiri, Thimaporn Phetkaew, Ryutaro Ichise, Boonserm Kijsirikul:
Sub-classifier construction for error correcting output code using minimum weight perfect matching. 3519-3525 - Song Lin, Ping Guo, Xin Xin:
Supervised topic regression via experts. 3526-3533 - Peng Wang, Heng Zhang, Yu-Fang Wu, Bo Xu, Hongwei Hao:
A robust framework for short text categorization based on topic model and integrated classifier. 3534-3539 - Ming Yin, Yi Guo, Junbin Gao:
Linear Subspace Learning via sparse dimension reduction. 3540-3547 - Konstantin I. Sofeikov, Ivan Tyukin, Alexander N. Gorban, Eugenij Moiseevich Mirkes, Danil V. Prokhorov, Ilya V. Romanenko:
Learning optimization for decision tree classification of non-categorical data with information gain impurity criterion. 3548-3555 - Tom Barker, Tuomas Virtanen:
Semi-supervised non-negative tensor factorisation of modulation spectrograms for monaural speech separation. 3556-3561 - Emanuele Principi, Stefano Squartini, Francesco Piazza:
Power Normalized Cepstral Coefficients based supervectors and i-vectors for small vocabulary speech recognition. 3562-3568 - Stefania Cecchi, Andrea Primavera, Francesco Piazza, Ferruccio Bettarelli, Junfeng Li:
Advanced audio spatializer combined with a multipoint equalization system. 3569-3576 - Danilo Comminiello, Stefania Cecchi, Michele Gasparini, Michele Scarpiniti, Aurelio Uncini, Francesco Piazza:
Advanced intelligent acoustic interfaces for multichannel audio reproduction. 3577-3584 - Erik Marchi, Giacomo Ferroni, Florian Eyben, Stefano Squartini, Björn W. Schuller:
Audio onset detection: A wavelet packet based approach with recurrent neural networks. 3585-3591 - Eduardo Coutinho, Jun Deng, Björn W. Schuller:
Transfer learning emotion manifestation across music and speech. 3592-3598 - Washington Luis Santos Silva, Ginalber Luiz de Oliveira Serra:
A novel intelligent system for speech recognition. 3599-3604 - Jim Jing-Yan Wang, Yijun Sun, Halima Bensmail:
Domain transfer nonnegative matrix factorization. 3605-3612 - Daphne Teck Ching Lai, Jonathan M. Garibaldi:
Identifying stable breast cancer subgroups using semi-supervised fuzzy c-means on a reduced panel of biomarkers. 3613-3620 - Shang-Ming Zhou, Muhammad A. Rahman, Mark D. Atkinson, Sinead Brophy:
Mining textual data from primary healthcare records: Automatic identification of patient phenotype cohorts. 3621-3627 - Wanli Ma, Dat Tran, Trung Le, Hong Lin, Shang-Ming Zhou:
Using EEG artifacts for BCI applications. 3628-3635 - Diman Hassan, Uwe Aickelin, Christian Wagner:
Comparison of Distance metrics for hierarchical data in medical databases. 3636-3643 - Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham:
Investigating the impacts of epilepsy on EEG-based person identification systems. 3644-3648 - Jian Fu, Sujuan Wei, Haibo He, Shengyong Wang:
Online learning control based on projected gradient temporal difference and advanced heuristic dynamic programming. 3649-3656 - Bin Wang, Dongbin Zhao:
A Kaiman filter-based actor-critic learning approach. 3657-3662 - Huiyuan Yang, Qi Guo, Xin Xu, Chuanqiang Lian:
Self-learning PD algorithms based on approximate dynamic programming for robot motion planning. 3663-3670 - Avimanyu Sahoo, Hao Xu, Sarangapani Jagannathan:
Near optimal event-based control of nonlinear discrete time systems in affine form with measured input and output data. 3671-3676 - Xiangnan Zhong, Zhen Ni, Haibo He, Xin Xu, Dongbin Zhao:
Event-triggered reinforcement learning approach for unknown nonlinear continuous-time system. 3677-3684 - Xiong Luo, Yi Chen, Jennie Si, Feng Liu:
Longitudinal control of hypersonic vehicles based on direct heuristic dynamic programming using ANFIS. 3685-3692 - Kawai Kohei, Tomohiro Yoshikawa, Takeshi Furuhashi:
A study on asynchronous system in P300 speller based on user's intention of input. 3693-3696 - Rogério S. Rosa, Rafael H. S. Santos, Adamo Y. Brito, Katia S. Guimarães:
Insights on prediction of patients' response to anti-HIV therapies through machine learning. 3697-3704 - Jiang Zhao, Man Lan, Zheng-Yu Niu, Dong-Hong Ji:
Recognizing cross-lingual textual entailment with co-training using similarity and difference views. 3705-3712 - Md. Mamunur Rashid, Iqbal Gondal, Joarder Kamruzzaman:
A novel algorithm for mining behavioral patterns from wireless sensor networks. 3713-3719 - Paulo J. L. Adeodato, Domingos S. P. Salazar, Lucas S. Gallindo, Abner G. Sa, Starch Melo de Souza:
Continuous variables segmentation and reordering for optimal performance on binary classification tasks. 3720-3725 - Bo Tang, Quan Ding, Haibo He, Steven Kay:
Hybrid classification with partial models. 3726-3731 - Yifeng Li, Richard J. Caron, Alioune Ngom:
A decomposition method for large-scale sparse coding in representation learning. 3732-3738 - Wenying Xu, Jinde Cao, Min Xiao:
The stability and bifurcation analysis in high dimensional neural networks with discrete and distributed delays. 3739-3744 - Koki Nagatani, Masafumi Hagiwara:
Restricted Boltzmann machine associative memory. 3745-3750 - Weng Kin Lai, Beng Ghee Tan, Ming Siong Soo, Imran M. Khan:
Two-factor user authentication with the CogRAM weightless neural net. 3751-3758 - Robert K. Nowicki, Bartosz A. Nowak, Janusz T. Starczewski, Krzysztof Cpalka:
The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features. 3759-3766 - Andrei Marinescu, Ivana Dusparic, Colin Harris, Vinny Cahill, Siobhán Clarke:
A dynamic forecasting method for small scale residential electrical demand. 3767-3774 - Honggui Han, Lidan Wang, Junfei Qiao, Gang Feng:
A Spiking-based mechanism for self-organizing RBF neural networks. 3775-3782 - Yuling Lin, Yong Fu, Jinglu Hu:
Support vector machine with SOM-based quasi-linear kernel for nonlinear classification. 3783-3789 - Thusitha N. Chandrapala, Bertram E. Shi:
The generative Adaptive Subspace Self-Organizing Map. 3790-3797 - Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa:
Clustering of the self-organizing map using particle swarm optimization and validity indices. 3798-3806 - Steve Y. Yang, Qifeng Qiao, Peter A. Beling, William T. Scherer:
Algorithmic trading behavior identification using reward learning method. 3807-3414 - Chunbin Qin, Huaguang Zhang, Yanhong Luo:
Model-free adaptive dynamic programming for online optimal solution of the unknown nonlinear zero-sum differential game. 3815-3820 - Fuyang Chen, Bin Jiang, Feifei Lu:
Direct adaptive control of a four-rotor helicopter using disturbance observer. 3821-3825 - Yingying Wang, Huaguang Zhang, Jianyu Zhang, Yingchun Wang:
Discrete-time polynomial fuzzy observer designs via a sum of squares approach. 3826-3830 - Lei Liu, Zhanshan Wang:
Adaptive fault-tolerant control for a class of uncertain nonlinear MISO discrete-time systems in triangular forms with actuator failures. 3831-3836 - Li Qu, Guohai Liu, Hao Zhang, Yan Jiang:
Decoupling control for five-phase fault-tolerant permanent-magnet motor by using SVM inverse system method. 3837-3840 - Lu Zhou, Guohai Liu:
Fault diagnosis of five-phase fault-tolerant permanent-magnet motor based on principal component neural network. 3841-3844 - Bo Zhao, Shoushun Chen, Huajin Tang:
Bio-inspired categorization using event-driven feature extraction and spike-based learning. 3845-3852 - Qiang Yu, Huajin Tang, Kay Chen Tan:
A new learning rule for classification of spatiotemporal spike patterns. 3853-3858 - Xinyang Li, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Sim Heng Ong:
Spatial filter adaptation based on geodesic-distance for motor EEG classification. 3859-3864 - Luoqing Zhou, Yu Qi, Yueming Wang, Gang Pan, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu:
Decoding motor cortical activities of Monkey: A dataset. 3865-3870 - Alberto F. De Souza, Avelino Forechi, Filipe Wall Mutz, Mariella Berger, Thiago Oliveira-Santos, Claudine Badue:
Programming a VG-RAM based Neural Network Computer. 3871-3878 - Rachel Zhang, Gang Pan, Yueming Wang, Zhenfang Hu:
High-fidelity compression of extracellular recordings from motor cortex. 3879-3886 - Zhongzhi Shi, Xiaofeng Wang, Xi Yang:
Cognitive memory systems in consciousness and memory model. 3887-3893 - Ievgen Redko, Younès Bennani:
Controlling orthogonality constraints for better NMF clustering. 3894-3900 - Ievgen Redko, Younès Bennani:
Random subspaces NMF for unsupervised transfer learning. 3901-3908 - Yulong Liu, Huaping Liu, Yunhui Liu, Fuchun Sun:
User-generated-video summarization using Sparse Modelling. 3909-3915 - Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella:
Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities. 3916-3921 - Ricardo Castro-Garcia, Siamak Mehrkanoon, Anna Marconato, Johan Schoukens, Johan A. K. Suykens:
SVD truncation schemes for fixed-size kernel models. 3922-3929 - Yara Rizk, Nicholas Mitri, Mariette Awad:
An ordinal kernel trick for a computationally efficient support vector machine. 3930-3937 - Ralf Warmuth, Ralf Salomon:
The stapedius reflex: Processing its neuronal activity with a small embedded system. 3938-3943 - Wei Wang, Guangming Xie, Hong Shi:
Dynamie modeling of an ostraciiform robotic fish based on angle of attack theory. 3944-3949 - Reshma Kar, Amit Konar, Aruna Chakraborty, Atulya K. Nagar:
Detection of signaling pathways in human brain during arousal of specific emotion. 3950-3957 - Mei Mei, Aashay Vanarase, Ali A. Minai:
Chunks of thought: Finding salient semantic structures in texts. 3958-3965 - Mirza Waqar Baig, Emilia I. Barakova, Lucio Marcenaro, Carlo S. Regazzoni, Matthias Rauterberg:
Bio-inspired probabilistic model for crowd emotion detection. 3966-3973 - Lennart Gustafsson, Tamas Jantvik, Andrew P. Paplinski:
A Self-organized artificial neural network architecture that generates the McGurk effect. 3974-3980 - Jun-Wei Wang, Cheng-Dong Yang, Chang-Yin Sun:
Exponential synchronization for a class of networked linear parabolic PDE systems via boundary control. 3981-3986 - Fei Wang, Philip L. H. Yu, David W. Cheung:
Combining technical trading rules using parallel particle swarm optimization based on Hadoop. 3987-3994 - Nitin Anand Shrivastava, Abbas Khosravi, Bijaya Ketan Panigrahi:
Prediction interval estimation for electricity price and demand using support vector machines. 3995-4002 - Timothy Rawlins, Andrew Lewis, Jan Hettenhausen, Timoleon Kipouros:
Enhancing MOPSO through the guidance of ANNs. 4003-4010 - Anna S. Rakitianskaia, Andries P. Engelbrecht:
Training high-dimensional neural networks with cooperative particle swarm optimiser. 4011-4018 - Alexander Hosovsky, Jana Mizakova, Jan Pitel:
Improved modeling of pneumatic muscle actuator using recurrent neural network. 4019-4024 - Lijuan Bai, Tianyou Yu, Yuanqing Li:
Explorer based on brain computer interface. 4025-4028 - Tien Pham, Wanli Ma, Dat Tran, Phuoc Nguyen, Dinh Q. Phung:
Multi-factor EEG-based user authentication. 4029-4034 - Yingying Jiao, Yong Peng, Bao-Liang Lu, Xiaoping Chen, Shanguang Chen, Chunhui Wang:
Recognizing slow eye movement for driver fatigue detection with machine learning approach. 4035-4041 - Thanh Nguyen, Abbas Khosravi, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi:
Neural signal analysis by landmark-based spectral clustering with estimated number of clusters. 4042-4049 - Hubert Cecotti, Damien Coyle:
Calibration-less detection of steady-state visual evoked potentials-comparisons and combinations of methods. 4050-4055 - Leonid I. Perlovsky, Olexander Shevchenko:
Cognitive neural network for cybersecurity. 4056-4061 - Boxun Li, Erjin Zhou, Bo Huang, Jiayi Duan, Yu Wang, Ningyi Xu, Jiaxing Zhang, Huazhong Yang:
Large scale recurrent neural network on GPU. 4062-4069 - Marvin Oliver Schneider, João Luís Garcia Rosa:
A connectionist approach to airliner safety. 4070-4075 - Jia Wu, Zhihua Cai, Shirui Pan, Xingquan Zhu, Chengqi Zhang:
Attribute weighting: How and when does it work for Bayesian Network Classification. 4076-4083 - Junyu Xuan, Jie Lu, Guangquan Zhang, Xiangfeng Luo:
Extension of similarity measures in VSM: From orthogonal coordinate system to affine coordinate system. 4084-4091 - Jyun-Guo Wang, Shen-Chuan Tai, Cheng-Jian Lin:
Medical diagnosis applications using a novel interactively recurrent self-evolving fuzzy CMAC model. 4092-4098 - Chih-Yu Chen, Chun-Wei Wu, Chin-Teng Lin, Shi-An Chen:
A novel classification method for motor imagery based on Brain-Computer Interface. 4099-4102 - Denis Renato de Moraes Piazentin, João Luís Garcia Rosa:
Motor imagery classification for brain-computer interfaces through a chaotic neural network. 4103-4108 - Yu-Ting Liu, Yang-Yin Lin, Shang-Lin Wu, Chun-Hsiang Chuang, Mukesh Prasad, Chin-Teng Lin:
EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network. 4109-4113 - Li-Wei Ko, Shih-Chuan Lin, Meng-Shue Song, Oleksii Komarov:
Developing a few-channel hybrid BCI system by using motor imagery with SSVEP assist. 4114-4120 - Vitoantonio Bevilacqua, Giacomo Tattoli, Domenico Buongiorno, Claudio Loconsole, Daniele Leonardis, Michele Barsotti, Antonio Frisoli, Massimo Bergamasco:
A novel BCI-SSVEP based approach for control of walking in Virtual Environment using a Convolutional Neural Network. 4121-4128 - Van Nguyen, Trung Le, Thien Pham, Mi Dinh, Thai Hoang Le:
Kernel-based semi-supervised learning for novelty detection. 4129-4136 - Trung Le, Dat Tran, Wanli Ma, Thien Pham, Phuong Duong, Minh Nguyen:
Robust Support Vector Machine. 4137-4144 - Davide Bacciu, Alessio Micheli, Alessandro Sperduti:
Integrating bi-directional contexts in a generative kernel for trees. 4145-4151 - Siamak Mehrkanoon, Johan A. K. Suykens:
Large scale semi-supervised learning using KSC based model. 4152-4159 - Thomas Vacek:
A practical SIM learning formulation with margin capacity control. 4160-4167 - Rosha Pokharel, Sohan Seth, José C. Príncipe:
Quantized mixture kernel least mean square. 4168-4174 - Mo Yang, Shiliang Sun:
Multi-view uncorrelated linear discriminant analysis with applications to handwritten digit recognition. 4175-4181 - Jun Yang, Yun Li:
Differentially private feature selection. 4182-4189 - Chengzhang Zhu, Xinwang Liu, Sihang Zhou, Qiang Liu, Jianping Yin:
A binary feature selection framework in kernel spaces. 4190-4197 - Jinrong He, Lixin Ding, Lei Jiang, Li Huang:
A flexible and efficient algorithm for regularized Marginal Fisher analysis. 4198-4205 - Elia Yathie Matsumoto, Emílio Del Moral Hernandez:
Estimation of individual prediction reliability using error analysis applied to short-term load forecasting problem. 4206-4313 - Emil Eirola, Amaury Lendasse, Francesco Corona, Michel Verleysen:
The delta test: The 1-NN estimator as a feature selection criterion. 4214-4222 - Junsong Fan, Haibin Duan, Guangming Xie, Hong Shi:
Improved Biogeography-Based Optimization approach to secondary protein prediction. 4223-4228 - Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow:
Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game. 4229-4236 - Reggio N. Hartono, Russel Pears, Nikola K. Kasabov, Susan P. Worner:
Extracting temporal knowledge from time series: A case study in ecological data. 4237-4243 - Yu-Jung Chae, Sung-Bae Cho:
Planning-driven behavior selection network for controlling a humanoid robot. 4244-4250 - Rodrigo F. B. de Brito, Adriano L. I. Oliveira:
Sliding window-based analysis of multiple foreign exchange trading systems by using soft computing techniques. 4251-4258 - Liana Stanca, Ramona Lacurezeanu, Cristina Felea:
Learning in dynamic decision making: The usability process. 4259-4265 - Hisanao Akima, Yasuhiro Katayama, Koji Nakajima, Masao Sakuraba, Shigeo Sato:
Majority neuron circuit having large fan-in with non-volatile synaptic weight. 4266-4271 - Khadeer Ahmed, Qinru Qiu, Parth Malani, Mangesh Tamhankar:
Accelerating pattern matching in neuromorphic text recognition system using Intel Xeon Phi coprocessor. 4272-4279 - Evangelos Stromatias, Cameron Patterson, Steve B. Furber:
Optimising the overall power usage on the SpiNNaker neuromimetic platform. 4280-4287 - Peter U. Diehl, Matthew Cook:
Efficient implementation of STDP rules on SpiNNaker neuromorphic hardware. 4288-4295 - Roshan Gopalakrishnan, Arindam Basu:
Robust doublet STDP in a floating-gate synapse. 4296-4301 - Naohiro Shibuya, Charles P. Unsworth, Yoko Uwate, Yoshifumi Nishio:
Clustering and synchronous firing of coupled Rulkov maps with STDP for modeling epilepsy. 4302-4307
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